brakuta's starred repositories
objectdetection-saliency-maps
Based on the mmdetection framework, compute various salience maps for object detection.
Mask-RCNN-hacked
This is a simplified and slightly altered version of the Mask-RCNN-TF2 by Ahmed Gad
Optic-Disc-Unet
Attention Unet model with post process for retina optic disc segmention
deep-learning-frameworks
Installation support for Deep Learning Frameworks for the ArcGIS System
arcgis-python-api
Documentation and samples for ArcGIS API for Python
satellite-Image-Semantic-Segmentation-Unet-Tensorflow-keras
Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock
Keras-ImageDataGenerator
A customized real-time ImageDataGenerator for Keras
keras-unet
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
NeonTreeEvaluation
Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery
DeepForest
Python Package for Tree Crown Detection in Airborne RGB imagery
Landsat-Classification-Using-Convolution-Neural-Network
Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://towardsdatascience.com/is-cnn-equally-shiny-on-mid-resolution-satellite-data-9e24e68f0c08
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
t81_558_deep_learning
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
Hyperspctral_classification
Hyperspectral remote sensing image classification based on deep learning
DeepSatelliteData
List of labelled remote sensing datasets for use in deep learning.